利用微x射线CT扫描确定岩石物性评价和防砂设计中的颗粒形状和尺寸分布

K. Ghasemi, Mahdi Mahmoudi, Morteza Roostaei, Vahidoddin Fattahpour, M. Soroush, A. Nouri
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引用次数: 1

摘要

粒度、形状和矿物学被认为是砂和砂岩的主要特征。对于松散砂土的粒度和形状分析,已经发展了几种技术。然而,这些技术很少能用于砂岩。大多数粒度测量技术提供了一个球形的等效粒度,而忽略了颗粒的形状。虽然已经开发了几种技术来分析松散砂岩的粒度和形状,但这些技术还不能用于分析固结或半固结砂岩的粒度和形状变化。近年来,x射线微CT扫描技术已被用于砂岩岩石物性评价。本文介绍了一种测量砂岩粒度和形状的工作流程。本研究利用x射线微CT扫描测量二维颗粒形状,包括球度、凸度、纵横比和Feret直径。本文提出的方法是评估砂岩颗粒形状和尺寸变化的第一步,可用于防砂设计等应用。使用开源软件Image-J对x射线原始图像进行处理和过滤。开发了一种测量形状因子(即球度、纵横比和凸度)和尺寸变化的新工具。他们分析了来自不同砂岩的一系列图像,并将其与实验室测量结果进行了比较。图像计算的孔隙度和渗透率与实验室测量的孔隙度和渗透率存在一定程度的偏差。本文提出了砂岩储层防砂设计中粒径和形状测量的新工作流程。有了更大的数据库,就有可能根据图像尺寸分析技术来计算岩石属性,并根据形状变化对它们进行校正。下一步将从图像分析中测量三维尺寸和形状,并与动态图像分析中的形状和尺寸分析进行比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Determination of Particle Shape and Size Distribution from Micro X-Ray CT Scans for Petrophysical Evaluation and Sand Control Design
Particle size, shape and mineralogy are considered as primary characteristics of sand and sandstone. Several techniques have been developed for the particle size and shape analysis of unconsolidated sands. However, few of these techniques can be used for sandstones. Most particle size measurement techniques provide a spherical equivalent of the particle size and neglect the particle shape. Although several techniques have been developed for the particle size and shape analysis of the unconsolidated sands, these techniques could not be used for the size and shape variation analysis of consolidated or semi-consolidated sandstone. Recently, X-ray micro CT scanning technique has been used for the evaluation of petrophysical properties of sandstones. This paper presents a workflow for the measurement of particle size and shape of sandstones. This research utilized X-ray micro CT scans for 2-dimensional particle shape measurements including Sphericity, Convexity, Aspect Ratio and Feret diameters. The methodology presented in this paper is the first step toward assessing the particle shape and size variation of sandstones for use in such applications as sand control design. Image-J, an Open-source software, was used to process and filter the X-ray raw images. A new tool was developed to measure the shape factors (i.e. Sphericity, Aspect Ratio and Convexity) and size variations. A series of images from different sandstones were analyzed and compared to their lab measurements. The image calculated porosity and permeability showed some degree of deviation from the lab measured porosity and permeabilities. This paper presents a new workflow to measure the particle size and shape for the sand control design in sandstone reservoirs. With a larger database it is possible to develop a correlation to calculate rock properties from image size analysis technique and correct them for the shape variation. The next step will be to measure the 3D size and shape from the image analysis and compare to the shape and size analysis from dynamic image analysis.
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